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Torque-based Deep Reinforcement Learning for Task-and-Robot Agnostic
  Learning on Bipedal Robots Using Sim-to-Real Transfer

Torque-based Deep Reinforcement Learning for Task-and-Robot Agnostic Learning on Bipedal Robots Using Sim-to-Real Transfer

IEEE Robotics and Automation Letters (RA-L), 2023
19 April 2023
Donghyeon Kim
Glen Berseth
M. Schwartz
Jaeheung Park
ArXiv (abs)PDFHTML

Papers citing "Torque-based Deep Reinforcement Learning for Task-and-Robot Agnostic Learning on Bipedal Robots Using Sim-to-Real Transfer"

17 / 17 papers shown
The Reality Gap in Robotics: Challenges, Solutions, and Best Practices
The Reality Gap in Robotics: Challenges, Solutions, and Best Practices
Elie Aljalbout
Jiaxu Xing
Angel Romero
Iretiayo Akinola
Caelan Reed Garrett
...
Tucker Hermans
Yashraj S. Narang
Dieter Fox
Davide Scaramuzza
F. Ramos
AI4CE
144
2
0
23 Oct 2025
Disturbance-Aware Adaptive Compensation in Hybrid Force-Position Locomotion Policy for Legged Robots
Disturbance-Aware Adaptive Compensation in Hybrid Force-Position Locomotion Policy for Legged Robots
Yang Zhang
Buqing Nie
Zhanxiang Cao
Y. Fu
Yue Gao
149
3
0
31 May 2025
FACET: Force-Adaptive Control via Impedance Reference Tracking for Legged Robots
FACET: Force-Adaptive Control via Impedance Reference Tracking for Legged Robots
Botian Xu
Haoyang Weng
Qingzhou Lu
Yang Gao
Huazhe Xu
379
10
0
11 May 2025
Robust Humanoid Walking on Compliant and Uneven Terrain with Deep Reinforcement Learning
Robust Humanoid Walking on Compliant and Uneven Terrain with Deep Reinforcement LearningIEEE-RAS International Conference on Humanoid Robots (Humanoids), 2024
R. P. Singh
M. Morisawa
M. Benallegue
Zhaoming Xie
F. Kanehiro
331
5
0
18 Apr 2025
Spectral Normalization for Lipschitz-Constrained Policies on Learning Humanoid Locomotion
Spectral Normalization for Lipschitz-Constrained Policies on Learning Humanoid Locomotion
Jaeyong Shin
Woohyun Cha
Donghyeon Kim
Junhyeok Cha
Jaeheung Park
228
2
0
11 Apr 2025
Sim-to-Real of Humanoid Locomotion Policies via Joint Torque Space Perturbation Injection
Sim-to-Real of Humanoid Locomotion Policies via Joint Torque Space Perturbation Injection
Woohyun Cha
Junhyeok Cha
Jaeyong Shin
Donghyeon Kim
Jaeheung Park
318
3
0
09 Apr 2025
Robotic Sim-to-Real Transfer for Long-Horizon Pick-and-Place Tasks in the Robotic Sim2Real CompetitionIEEE International Conference on Robotics and Automation (ICRA), 2025
Ming Yang
Hongyu Cao
Lixuan Zhao
Chenrui Zhang
Yaran Chen
266
0
0
14 Mar 2025
LiPS: Large-Scale Humanoid Robot Reinforcement Learning with Parallel-Series Structures
Qiang Zhang
Gang Han
Jingkai Sun
Wen Zhao
Jiahang Cao
Jiaxu Wang
Hao-Ran Cheng
Li Zhang
Yijie Guo
Zhanchen Zhu
AI4CE
298
4
0
11 Mar 2025
Variable Stiffness for Robust Locomotion through Reinforcement Learning
Variable Stiffness for Robust Locomotion through Reinforcement Learning
Dario Spoljaric
Yashuai Yan
Dongheui Lee
460
2
0
13 Feb 2025
Learning Bipedal Walking for Humanoid Robots in Challenging Environments
  with Obstacle Avoidance
Learning Bipedal Walking for Humanoid Robots in Challenging Environments with Obstacle AvoidanceThe Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec) (Robomec), 2024
Marwan Hamze
Mitsuharu Morisawa
Eiichi Yoshida
175
0
0
25 Sep 2024
Learning-based legged locomotion; state of the art and future
  perspectives
Learning-based legged locomotion; state of the art and future perspectives
Sehoon Ha
Joonho Lee
M. van de Panne
Zhaoming Xie
Wenhao Yu
Majid Khadiv
324
25
0
03 Jun 2024
Learning Generic and Dynamic Locomotion of Humanoids Across Discrete
  Terrains
Learning Generic and Dynamic Locomotion of Humanoids Across Discrete Terrains
Shangqun Yu
Nisal Perera
Daniel Marew
Donghyun Kim
324
5
0
27 May 2024
Deep Reinforcement Learning for Bipedal Locomotion: A Brief Survey
Deep Reinforcement Learning for Bipedal Locomotion: A Brief Survey
Lingfan Bao
Josephine N. Humphreys
Tianhu Peng
Chengxu Zhou
499
11
0
25 Apr 2024
Whole-body Humanoid Robot Locomotion with Human Reference
Whole-body Humanoid Robot Locomotion with Human Reference
Qiang Zhang
Peter Cui
David Yan
Jingkai Sun
Yiqun Duan
Arthur Zhang
Renjing Xu
308
59
0
28 Feb 2024
Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal
  Locomotion Control
Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Control
Zhongyu Li
Xue Bin Peng
Pieter Abbeel
Sergey Levine
Glen Berseth
Koushil Sreenath
296
155
0
30 Jan 2024
HumanMimic: Learning Natural Locomotion and Transitions for Humanoid
  Robot via Wasserstein Adversarial Imitation
HumanMimic: Learning Natural Locomotion and Transitions for Humanoid Robot via Wasserstein Adversarial ImitationIEEE International Conference on Robotics and Automation (ICRA), 2023
Annan Tang
Takuma Hiraoka
Naoki Hiraoka
Fan Shi
Kento Kawaharazuka
Kunio Kojima
K. Okada
Masayuki Inaba
391
53
0
25 Sep 2023
Learning Bipedal Walking for Humanoids with Current Feedback
Learning Bipedal Walking for Humanoids with Current FeedbackIEEE Access (IEEE Access), 2023
R. P. Singh
Zhaoming Xie
P. Gergondet
F. Kanehiro
254
33
0
07 Mar 2023
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